arXiv Artificial IntelligenceBeyond the Transcript: Detecting Covert Co ordination in Latent Multi-Agent Communication
arXiv:2608.19161v1 Announce Type: new Abstract: Language-model agents can communicate through continuous…
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arXiv Artificial IntelligencearXiv Artificial IntelligenceGrouping the Stochastic Machine: Precision, Not Capability, as the Frontier Metric for AI Systems
arXiv:2608.19140v1 Announce Type: new Abstract: Frontier language models are compared, marketed, and…
arXiv Artificial IntelligenceTuning the Stochastic Machine: A Systems Engineer's Operating Model for Human-AI Engineering
arXiv:2608.19125v1 Announce Type: new Abstract: When an expert corrects an LLM assistant's error, the…
arXiv Artificial IntelligenceRobust Risk Under Evolving Uncertainty: A Wasserstein Counterpart of the Entropic Value-at-Risk
arXiv:2608.19073v1 Announce Type: new Abstract: An agent still learning its environment should be cautious…
arXiv Artificial IntelligenceWhat is Missing from AI Post-Training AI: An Empirical Analysis
arXiv:2608.19072v1 Announce Type: new Abstract: Large language model (LLM) agents can now post-train an LLM…
arXiv Artificial IntelligenceEureka: Task-Conditioned Meta-Agent Orchestration for Scientific Discovery
arXiv:2608.19047v1 Announce Type: new Abstract: We present Eureka, a task-conditioned Meta-Agent architecture…
arXiv Artificial IntelligenceAdaptive Memory and Reflection Multi-Agent System for Medical Question Answering
arXiv:2608.19029v1 Announce Type: new Abstract: Accurate and responsible medical question answering (QA) is…
arXiv Artificial IntelligenceSelf-prompting and cross-model consensus enable reproducible data extraction from scientific literature with large language models
arXiv:2608.19025v1 Announce Type: new Abstract: Accurately extracting nuanced, contextualized data from…
arXiv Artificial IntelligenceA Theory of Post-hoc Debate Judgement
arXiv:2608.19002v1 Announce Type: new Abstract: Debates have recently emerged as a useful methodology for…
arXiv Artificial IntelligenceBreaking the weakest link to evade vision language models
arXiv:2608.18938v1 Announce Type: new Abstract: Vision Language Models (VLMs) have recently emerged as a…
arXiv Artificial IntelligenceSyntactic Simplification of OWL Class Expressions
arXiv:2608.18899v1 Announce Type: new Abstract: Class expression learning often produces complex OWL class…
arXiv Artificial IntelligenceTraining-Free Inference-Time Self-Reflection and Cost-Bounded Early Stopping for Large Language Models
arXiv:2608.18884v1 Announce Type: new Abstract: Reinforcement-learning training of reasoning LLMs (e.g…
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